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Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

FastPERT: Towards Fast Microservice Application Latency Prediction via Structural Inductive Bias over PERT Networks AAAI 2025
GLAD: Improving Latent Graph Generative Modeling with Simple Quantization AAAI 2025
PAMol: Pocket-Aware Drug Design Method with Hypergraph Representation of Protein Pocket Structure and Feature Fusion IJCAI 2025
A Prior-based Discrete Diffusion Model for Social Graph Generation IJCAI 2025
Divide and Conquer: Coordinating Multiplex Mixture of Graph Learners to Handle Multi-Omics Analysis IJCAI 2025
A3GS: Arbitrary Artistic Style into Arbitrary 3D Gaussian Splatting ICCV 2025
Noisy Node Classification by Bi-level Optimization Based Multi-Teacher Distillation AAAI 2025
Integrating Co-Training with Edge Discrimination to Enhance Graph Neural Networks Under Heterophily AAAI 2025
Adversarial Contrastive Graph Augmentation with Counterfactual Regularization AAAI 2025
ML-GOOD: Towards Multi-Label Graph Out-Of-Distribution Detection AAAI 2025
Fine-Grained Graph Representation Learning for Heterogeneous Mobile Networks with Attentive Fusion and Contrastive Learning AAAI 2025
TabGLM: Tabular Graph Language Model for Learning Transferable Representations Through Multi-Modal Consistency Minimization AAAI 2025
HyperDet: Source Detection in Hypergraphs via Interactive Relationship Construction and Feature-rich Attention Fusion IJCAI 2025
ChainHOI: Joint-based Kinematic Chain Modeling for Human-Object Interaction Generation CVPR 2025
HyperDefender: A Robust Framework for Hyperbolic GNNs AAAI 2025
The Graph’s Apprentice: Teaching an LLM Low-Level Knowledge for Circuit Quality Estimation IJCAI 2025
g3D-LF: Generalizable 3D-Language Feature Fields for Embodied Tasks CVPR 2025
End-to-End HOI Reconstruction Transformer with Graph-based Encoding CVPR 2025
GraphMimic: Graph-to-Graphs Generative Modeling from Videos for Policy Learning CVPR 2025
Automated Decision-Making on Networks with LLMs through Knowledge-Guided Evolution IJCAI 2025
DHTAGK: Deep Hierarchical Transitive-Aligned Graph Kernels for Graph Classification IJCAI 2025
Heterogeneous Temporal Hypergraph Neural Network IJCAI 2025
Advancing Community Detection with Graph Convolutional Neural Networks: Bridging Topological and Attributive Cohesion IJCAI 2025
HiTuner: Hierarchical Semantic Fusion Model Fine-Tuning on Text-Attributed Graphs IJCAI 2025
An Association-based Fusion Method for Speech Enhancement IJCAI 2025